🏆 Top 3% of freelancers – Top Rated Plus, 100 JSS 💎 10+ years of experience as Python Fullstack Developer | Django Flask Developer | AI Chatbot and AI Agents Developer Expert ⭐ I’ve been building with Python long before it was trendy and can do anything – SaaS, Management Systems, custom web apps, API & AI Integrations, high-performance backend systems, web scraping tools and scalable web applications to help businesses automate operations, generate leads, and scale reliably. Why clients choose me? 🚀 10+ years as a python fullstack developer and Python backend engineer delivering production systems 🔥 Deep expertise in Python automation, data extraction, and custom web application development 🤖 Strong focus on AI agent development, chatbot development and AI integrations 🧠 Clean architecture, maintainable code, and long-term support mindset 🗣 Strong communication, clear technical explanations, reliable delivery and proactive progress updates 🎯 Business-oriented approach focused on ROI, efficiency, and measurable results Core Expertise ✅ Backend & Full Stack Development Scalable APIs and applications using Python Django, Flask, FastAPI, SQL, PostgreSQL, and Docker. Clean architecture, async processing, and secure backend development. ✅ CRM, ERP & Management Systems (LMS, EMS, WMS) ✅ SaaS Platforms & Marketplaces, E-commerce Developed SaaS and marketplace platforms as a python fullstack developer using Python Django REST, FastAPI, AWS, React, SQL, Elasticsearch. ✅ MVPs & Web Applications Delivered MVPs, dashboards, portals, landing pages, and ecommerce apps. ✅ Web Scraping, Automation & Bot Development Python web scraping and data extraction using Selenium, Scrapy, BeautifulSoup, with proxy rotation, CAPTCHA handling, and structured data parsing for business intelligence and data science. ✅ AI Development, AI Automation & Integration Delivered AI chatbot development and AI agent development using Python Django, FastAPI, ChatGPT API Integration, natural language processing, machine learning Python, deep learning, OCR, vector search, and async Python. Built AI document processing, AI content automation, and scalable backend AI workflows with full AI integration. ✅ API Development & Integration REST API development, API integration, OAuth, JWT, payment gateways, Google Maps API, Twilio, and third-party services. Reliable Python API layers for web and mobile systems. Projects I’m proud of: 🔹 E-Commerce Price Monitoring Bot Built as a python fullstack developer ✔ Automated price tracking for 500+ products across multiple marketplaces ✔ Supported dynamic repricing decisions, contributing to ~$180k annual revenue increase ✔ Google Sheets API and Telegram notifications for real-time alerts 🔹 AI-Powered Lead Generation Platform Python full stack and AI development project ✔ Automated B2B lead extraction with real-time enrichment ✔ Generated ~$320k in new pipeline revenue within the first year ✔ Reduced manual prospecting workload by 80% ✔ Built with Python automation, API integration, and AI workflows 🔹 Social Media Automation System Python automation and backend development ✔ Automated posting, commenting, and DMs across Instagram and Twitter ✔ Contributed to ~$95k in attributed sales revenue through consistent outreach ✔ Selenium automation with human-like behavior to avoid bans ✔ Python backend monitoring and task scheduling for stability How I work? 1️⃣ Discovery & Planning I define goals, backend architecture, Python full stack structure, AI integration, and API flow. 2️⃣ System Design Scalable backend logic, database modeling with PostgreSQL or MySQL, and clean API contracts. 3️⃣ Development As a python fullstack developer, I build systems using Python Django, Flask, FastAPI, JavaScript, React, SQL, Docker, and AI development tools. Strong focus on AI agent development, chatbot development, machine learning Python, and automation. 4️⃣ Optimization & Security Performance tuning, async processing, API rate limits, CAPTCHA handling, and backend security. 5️⃣ Deployment & Support Dockerized deployments, cloud-ready Python full stack apps, monitoring, and long-term support. Tech stack 🚀Languages: Python, JavaScript, TypeScript, SQL 🚀 Backend: Django, Flask, FastAPI, REST API, Backend Development 🚀 Frontend: React, Vue.js, Next.js, HTML5, CSS, JavaScript 🚀 Databases: PostgreSQL, MySQL, SQLite, MongoDB 🚀Automation: Python Automation, Web Scraping, Bots, AI Agents 🚀 DevOps: Docker, Git, Cloud Deployment If you’re looking for a python fullstack developer who understands AI, automation, backend systems, and business goals, I’m ready to help. 📩 Send me direct message or click Invite - I will walk you through similar Python full stack and AI 📆 Last Updated: 6/9/26

Need to further optimize your LLM/GPT/RAG application performance with the support of a top LLM expert, or start from scratch? 6+ Years, AWS and Microsoft Azure Certified AI/ML Specialist, I am focused on building Advanced AI applications around Large Language models (GPT, Claude, Llama, Gemini, Azure OpenAI, etc.), and have compiled some of the most cutting-edge features in AI, RAG, and NLP to cater to specific domains and complex applications. My process to future-proof your business involves, 1. Setting up your data in the best possible format. 2. Optimizing your AI infrastructure for a more deterministic (yet creative) flow in the probabilistic domain of AI. 3. Developing a scalable architecture that anticipates growth. 4. Delivering cost-effective solutions and long-term support. 5. Prioritizing Data Security and Compliance at each increment. As a contributor to Langchain, LlamaIndex, LangGraph, n8n, and other supporting frameworks, I've significantly engaged with the open-source LLM/RAG library space and continually participate in the LLM/AI community. My Expertise lies in custom AI Agents, Chatbots, Voice AI Agents, and Workflow Automations to make your business/product 10x more efficient. 🎓 Advanced proficiency in the following domains, ✦ Model Deployment ✦ Model Fine-tuning ✦ Knowledge Extraction ✦ Structured Data Query (Connect your database with LLMs) ✦ AI Voice/Speech Agents ✦ MCP & A2A (Connect your APIs and AI Agents) ✦ GraphRAG ✦ RAG Enhancement ✦ Prompt Engineering ✦ Long-term Memory and Continual Learning (For an LLM/AI, context is gold) ✦ LLM Performance Analysis (Evaluation, Governance, and Monitoring) 🔧 𝗖𝗼𝗿𝗲 𝗖𝗼𝗺𝗽𝗲𝘁𝗲𝗻𝗰𝗶𝗲𝘀 ● AWSxAzure Administrator & Solutions Architect - Prioritizing security and compliance, we have built many Azure-only AI Solutions for medium to large-scale enterprises. ● ChatGPT/OpenAI-Based RAG Applications ● LLMOps (Architecture/Development): - Langchain, LlamaIndex, Haystack, AdalFlow, GraphRAG, LangGraph - Cohere, Ollama, Anyscale, Groq, Deepspeed, SentenceTransformer, PyTorch - Any vector database (Pinecone, ChromaDB, Milvus, Qdrant, Weaviate, Azure Search) - AWS SageMaker, Amazon Bedrock, Amazon Q, Azure OpenAI & AI Studio, - Training & Fine-tuning: DPO, RLHF, PPO, PEFT (LoRA, QLoRA) ● Text-to-speech and Speech-to-text: OpenAI Whisper, Google TTS, ElevenLabs, Murf AI, Deepgram, Amazon Polly, Azure TTS ● Python Backend (Flask, Django, FastAPI, Streamlit, Dash, PyQT & Tkinter for GUI) ● Secondary Languages: C#, JavaScript/Typescript, Rust. ● Datastores: MongoDB, PostgreSQL, Redis, DynamoDB, Elasticsearch, Azure CosmosDB ● Linux Server Administration (Amazon-Linux, Debian-based, RHEL), ● Web Servers: Apache2, Nginx ● Containerization and Orchestration: Docker, Docker Swarm, ECS, Kubernetes (Across major Cloud Vendors) ● AWS Serverless: API Gateway, Lambda, SNS, CloudWatch, CloudFront, S3, DynamoDB ● IaC: Cloudformation, Terraform, Ansible ● CI/CD: Jenkins, GitHub Actions, AWS CodeDeploy/CodeBuild, GitLab. ● CRM Integrations: Zendesk, GoHighLevel, HubSpot, Bitrix24. ● Integration and Automation: n8n, Make.com, Zapier, etc. ● Real-Time Data and API Integration 💼 Some mainstream industries and business domains that I have worked with, ✦ CRMs ✦ Healthcare ✦ Operations ✦ Education, Edtech ✦ Legal (Regulation, Compliance, Consultancy) ✦ Real Estate ✦ Retail & E-commerce ✦ Travelling and Hospitality If you are trying to build an MVP for an AI Project, my guide to you would be, "The best way to start is just by building on top of... whatever the best model is... Don’t worry about [cost or latency] at first. You’re just trying to validate the idea." Today, generating and structuring great ideas is easier than ever. What truly sets teams apart now is execution. I’ve developed a robust framework with my experience that enables rapid design and development of AI-first applications, turning ideas into impact with speed and precision. Let's transform customer experience, unlock data intelligence, and solve complex business problems together. Book my consultation if you're new to the concept and want to save several hours searching for the right direction.

Senior Software Engineer | Full-Stack Development & Cloud Solutions | Generative AI & blockchain Integrations Hi, I'm Saif. With 4+ years of experience, I specialize in building scalable, secure, and intelligent applications that power modern web, mobile, and AI-driven solutions. My expertise spans backend development, full-stack applications, AI integrations, and cloud deployments, ensuring your product is reliable, high-performing, and future-ready. 💡 What I Offer 🔹 Backend & API Development – High-performance REST APIs using Django, FastAPI, Node.js, and Express.js. 🔹 Full-Stack Applications – Modern, responsive interfaces with React.js, Next.js, and React Native integrated with powerful backends. 🔹 Automation & Workflow Optimization – Streamline repetitive processes using Python, Selenium, and n8n. From browser automation and data scraping to API orchestration and multi-step workflow automation, I create efficient systems that save time and resources. 🔹 Cloud Deployment & DevOps – Scalable deployments on AWS, DigitalOcean, Railway, Render, Netlify, and PythonAnywhere using Docker, CI/CD pipelines, container orchestration, and AWS serverless stack (Lambda, API Gateway, S3, CloudWatch). 🔹 Database Management – Expertise in PostgreSQL, MySQL, and MongoDB, with query optimization and multi-database strategies. 🔹 AI & Generative AI Integrations – LLM-powered chatbots, automation tools, and semantic search using OpenAI Agents SDK, LangChain, and vector databases. 🔹 Web3 & Blockchain – API integrations with Ethereum, Tron, etc for decentralized applications. 🔹 Third-Party Integrations – Payments (Stripe, PayPal), messaging APIs(Twilio, Mailgun, Mailtrap), and other external services. 🔹 Telegram Bot Development – Engaging, automated bots to enhance user interaction and workflows. 🌟 Why Work With Me? ✔ Client-Focused Approach – Clear communication, timely delivery, and solutions tailored to your business needs. ✔ Scalable & Secure Solutions – Applications built with best practices in authentication, authorization, and data security. ✔ Cross-Domain Expertise – From traditional web apps to AI-driven platforms and blockchain integrations. ✔ End-to-End Ownership – From idea to deployment, I handle the full cycle with clean, maintainable, and production-ready code. Best regards, Saif #BackendDevelopment #FullStackDevelopment #PythonDeveloper #JavaScriptDeveloper #Django #DjangoRESTFramework #FastAPI #NodeJS #ExpressJS #ReactJS #NextJS #ReactNative #RESTAPI #GraphQL #GenerativeAI #LLM #OpenAI #OpenAIAgents #LangChain #AIIntegration #AIChatbots #ConversationalAI #SemanticSearch #VectorDatabase #MachineLearning #NLP #PromptEngineering #Automation #PythonAutomation #WebAutomation #Selenium #SeleniumAutomation #BrowserAutomation #WebScraping #n8n #n8nAutomation #WorkflowAutomation #NoCodeAutomation #IntegrationAutomation #APIIntegration #DataAutomation #ZapierAlternative #Web3 #BlockchainDevelopment #Ethereum #Tron #SmartContracts #APIIntegration #Stripe #Twilio #PayPal #TelegramBot #TelegramAPI #Celery #Redis #RabbitMQ #AsynchronousProgramming #PostgreSQL #MySQL #MongoDB #DatabaseOptimization #MultiDatabase #Docker #DockerCompose #DevOps #CICD #AWS #DigitalOcean #CloudDeployment #ServerDeployment #SoftwareArchitecture #Microservices #ScalableSystems #APIsecurity

We Can help you: ★ Product Design & Development 🔸 Create the architecture of your next mobile app using React Native and Flutter 🔸 A to Z app design and development 🔸 Set up a development team and delivery processes 🔸 Review the quality of the code 🔸 Help to find bottlenecks on the technologies side for the rapid growth of your product 🔸 Consultancy to make app GDPR, HIPAA, and MDR compliant ★ Software testing 🔸 QA Audits and Assessments 🔸 QA Staffing 🔸 Dedicated QA team 🔸 Managed testing 🔸 Mobile app testing 🔸 Web app testing 🔸 DevOps Hi 👋 my name is Liudmyla Dziubynska, and I am a professional software engineer with more than 8+ years of experience creating custom high-load platforms and applications. Since 2017, I have been leading a team of software development engineers with deep expertise and focusing on developing custom cross-platform and web applications using: 🔹 Javascript & TypeScript 🔹 ReactJS 🔹 React Native 🔹 Flutter 🔹 NodeJS (NestJS, Express) Our developers not only pay attention to technical aspects, but we also have experiences in business domains, such as: 🔸 HealthCare 🔸 FinTech 🔸 Logistics 🔸 SaaS solutions 📌 What value we can bring: • Technical risk management. We care about the technical edge cases of the product to avoid any data breaches or fines in the future • Direct communication with the whole team and transparent cooperation • Solid processes in development, testing, and product delivery • Flexible working with the various time zones 📌 Key information about ZenBit Tech: • Delivery software development services since 2017 • ISO13486 certified • Headquarters and R&D in Eastern Europe with the sales office in the UK • Participating in and committed to the IT community (IT hubs, organizing local events, meetings, etc.) 🤔 Interesting in building a scalable and successful product? I would be happy to share my experience and provide you with a solution!

Need an AI developer who ships production-grade LLM, RAG, and agentic systems, not demos? I build end-to-end AI products: RAG pipelines, voice agents, multi-agent workflows, healthcare integrations, and full-stack SaaS. 5 years. 90+ projects. Real results. I work AI-augmented: Cursor, Claude Code, and GPT Codex are in my daily build loop, which means faster delivery, cleaner architecture, and more features per dollar than a traditional dev. One person with the output of a coordinated team, architecture to deployment, zero handoff gaps. ------------- How I help: - LLM & RAG Systems -- GraphRAG, Agentic RAG, multi-hop retrieval on Pinecone/FAISS; GPT, Claude, Llama, Gemini, DeepSeek - Agentic AI -- LangGraph, CrewAI, AutoGen; multi-agent pipelines with tool use, memory, and parallel orchestration - Healthcare Integrations -- Mirth Connect, HL7, FHIR, SOAP APIs, EHR/EMR data exchange, healthcare microservices - MCP Integration -- building and connecting MCP servers to real-world tools, APIs, and databases - Voice AI -- real-time agents with Whisper, ElevenLabs, Deepgram, Twilio Voice - Fine-Tuning -- LoRA, QLoRA, PEFT, Unsloth for healthcare, legal, and finance domains - Full-Stack -- FastAPI, Django, Next.js 15, React, React Native, TypeScript, Tailwind, Supabase, AWS - Scraping -- JS-rendered, anti-bot-bypass, structured data at scale ----------- If you need an AI developer who can take your idea from architecture to a live, production-grade product, send me a message. I typically respond within a few hours and can jump on a scoping call same day.

Most AI products die in production when latency spikes, integrations break, or pipelines silently fail under real load not because the model is bad. I build production‑ready AI systems and automations: real‑time voice apps, AI SaaS backends, RAG/agent workflows, and operational tooling that keep working after week two under real traffic, real data, and real users. What I build ☑️ Real‑time AI/voice systems: STT → translation → TTS pipelines (Deepgram, OpenAI, ElevenLabs) with WebSockets, streaming, and latency control ☑️ AI SaaS backends: FastAPI/Django services with auth, Stripe billing, usage limits, and admin dashboards ☑️ RAG & agent systems: retrieval pipelines, tools/agents (Claude Code, LangChain, LangGraph), vector DBs, evaluation + monitoring ☑️ Automation & ops: Claude/ChatGPT‑driven workflows, scrapers, n8n/Zapier‑style orchestrations, backend glue between CRMs, APIs, and internal tools Selected work shipped ➡️ AI ordering assistant (text + voice, English + Greek) with FastAPI backend and React frontend deployed via Docker, running live with real users and payments ➡️ Humanized AI text platform with Stripe subscriptions, usage metering, and ChatGPT‑style UI fully deployed on client infra, designed for ongoing content volume ➡️ Sports analytics platform with real‑time data feeds, AI‑driven betting insights, and full subscription/admin system for paying customers How I work ➡️ Start from failure modes: latency, concurrency, integrations, and data quality, not just “it works on my machine” demos ➡️ Design clean, testable backends (FastAPI/Django), strong API contracts, and simple, maintainable frontends (React/Next.js) ➡️ Add logging, monitoring, and retries from day one so you can see and fix issues instead of guessing ➡️ Ship in small, verifiable milestones every week ends with something you can run, break, and validate Core tech stack ☑️ AI: Claude / OpenAI / Gemini, Claude Code, LangChain, LangGraph, RAG, vector DBs (Pinecone, ChromaDB, FAISS) ☑️ Backend: Python, FastAPI, Django, REST APIs, WebSockets, async processing ☑️ Frontend: React, Next.js, TypeScript, Tailwind ☑️ Infra: PostgreSQL, Supabase, AWS (EC2, Lambda, S3, RDS), Docker, GitHub Actions, Vercel/Render/Railway If you need a system that can survive real users not just another AI prototype send your repo, current architecture, and target use case. I’ll tell you exactly what’s fragile and what I’d fix in the first 2–3 weeks. 🔑 Keywords: AI Engineer | Python Developer | LLM Developer | RAG Developer | AI Chatbot Developer | FastAPI Developer | Django Developer | Generative AI Expert | AI Automation Expert | LangChain Developer | OpenAI API Integration | GPT-4 Developer | Backend Python Developer | AI Agent Development | Retrieval-Augmented Generation | Vector Database Expert | Prompt Engineering | Flask Developer | REST API Developer | Machine Learning Engineer | NLP Developer | Python Automation | Web Scraping Expert | Scrapy Developer | AWS Python Developer | Docker Python | Microservices Architecture | PostgreSQL Expert

I build AI automation, n8n workflows, Voice AI systems, and data-driven integrations that help businesses respond faster, reduce manual work, and keep operations moving. 🎓 Microsoft Certified | 🚀 45+ Projects Delivered | 💻 Data Engineering + AI Automation My work combines AI Automation with a strong Data Engineering foundation. I connect lead sources, CRMs, communication tools, reporting platforms, and AI services into practical workflows that reduce manual handoffs, improve follow-up, and keep data organized. I am Microsoft Certified and have delivered 45+ projects with a 5.0 rating across completed jobs. Clients consistently value my reliability, responsiveness, professionalism, and clear communication. AI Automation • AI workflow automation • AI agents • OpenAI integrations • Claude integrations • LangChain integrations • Business process automation • Custom automation logic n8n Automation • n8n workflow automation • n8n API integrations • n8n webhooks • n8n custom workflow logic • n8n CRM integrations • n8n lead automation • n8n notification workflows Make, Zapier, and Integrations • Make automation • Make scenarios • Zapier automation • Zapier integrations • API integrations • REST API integrations • Webhook integrations • Cross-platform data synchronization CRM and Lead Automation • GoHighLevel automation • CRM automation • Lead capture automation • Lead routing automation • Lead assignment workflows • Lead follow-up automation • Form-to-CRM automation • Pipeline automation Communication Automation • Email automation • SMS automation • Twilio integrations • Calendar automation • Appointment reminder workflows • Notification automation • Follow-up workflows Voice AI • Voice AI workflows • AI voice agents • AI phone agents • Vapi integrations • Retell AI integrations • ElevenLabs integrations • Twilio voice workflows • Conversational AI • Lead qualification workflows • CRM-connected voice workflows Data Engineering • Data Engineering • Python automation • Python scripting • Python data pipelines • ETL processes • Data extraction • Data transformation • Data validation • Data processing • Data workflow design Analytics and Delivery • SAS analysis • R statistical analysis • Statistical analysis • Data visualization • Power BI reporting • Power BI dashboards • Power BI CI/CD • Microsoft Azure • Azure DevOps • CI/CD pipelines I work especially well with real estate teams, dental and med spa practices, home service businesses, and marketing agencies that need stronger lead handling, follow-up automation, reporting, and operational workflows. If you have a manual, disconnected, or difficult-to-scale workflow, send me the tools you use and the outcome you want. I can help define a practical implementation plan and build the automation.

𝗬𝗼𝘂𝗿 𝘁𝗲𝗮𝗺 𝗶𝘀 𝗯𝘂𝗿𝗻𝗶𝗻𝗴 50𝗞–𝟱𝟬𝟬𝗞/𝘆𝗲𝗮𝗿 𝗼𝗻 𝘄𝗼𝗿𝗸 𝗔𝗜 𝗰𝗮𝗻 𝗱𝗼 𝗯𝗲𝘁𝘁𝗲𝗿. 𝗜 𝗯𝘂𝗶𝗹𝗱 𝘁𝗵𝗲 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘁𝗵𝗮𝘁 𝗿𝗲𝗰𝗹𝗮𝗶𝗺 𝗶𝘁. 25+ production AI systems shipped across healthcare, life sciences, distribution, hospitality, construction, fintech, and enterprise SaaS. Not prototypes. Real systems running 24/7 with measurable ROI. 𝐑𝐞𝐜𝐞𝐧𝐭 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: 🧬 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐟𝐨𝐫 𝐋𝐢𝐟𝐞 𝐒𝐜𝐢𝐞𝐧𝐜𝐞𝐬 𝐑𝐞𝐠𝐮𝐥𝐚𝐭𝐨𝐫𝐲 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 Multi-agent platform automating IND/CTA submissions, clinical study reports, and safety narratives for biotech & pharma. Includes AI-powered document extraction, intelligent template generation, automated data propagation across regulatory modules, and human-in-the-loop validation. SOC 2 & GDPR compliant. Trusted by top-20 pharma companies. [Google ADK, LiteLLM, Agentic AI, AWS] 💰 𝐀𝐈 𝐅𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐟𝐨𝐫 𝐍𝐘 𝐈𝐧𝐯𝐞𝐬𝐭𝐦𝐞𝐧𝐭 𝐅𝐢𝐫𝐦 Built a Claude-powered pipeline that classifies 200+ page financial documents, extracts structured values into a governed database, and produces defensible outputs with an evaluation dataset ensuring accuracy across edge cases. [Claude, Document AI, Structured Extraction, Evals] 💍 𝐀𝐈 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐀𝐠𝐞𝐧𝐭 + 𝐑𝐞𝐯𝐞𝐫𝐬𝐞 𝐈𝐦𝐚𝐠𝐞 𝐒𝐞𝐚𝐫𝐜𝐡 𝐟𝐨𝐫 𝐉𝐞𝐰𝐞𝐥𝐫𝐲 𝐌𝐚𝐧𝐮𝐟𝐚𝐜𝐭𝐮𝐫𝐞𝐫 RAG-powered MS Teams assistant that captures institutional knowledge from emails, Zoho tickets, and legacy ERP (NAV 2009). Plus a custom computer vision search engine for jewelry B2B commerce with 0% dead-end searches. [Azure OpenAI, RAG, FastAPI, Computer Vision] 📦 𝐀𝐈 𝐎𝐫𝐝𝐞𝐫 𝐏𝐚𝐫𝐬𝐢𝐧𝐠 + 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐏𝐨𝐫𝐭𝐚𝐥 𝐟𝐨𝐫 𝐃𝐢𝐬𝐭𝐫𝐢𝐛𝐮𝐭𝐨𝐫 Automated PO parsing across 25,000+ SKUs. 30 min → under 1 min, 97% accuracy, 70% faster fulfillment. Plus a conversational AI portal (MCP-powered) for natural-language access to orders, invoices, inventory & support cases. [Vertex AI, Fine-tuned Gemini, Claude, MCP, NetSuite] 🍽 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 + 𝐖𝐡𝐚𝐭𝐬𝐀𝐩𝐩 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐑𝐞𝐬𝐭𝐚𝐮𝐫𝐚𝐧𝐭 𝐆𝐫𝐨𝐮𝐩 Voice + WhatsApp agent handling 95%+ of reservations and event inquiries across multi-venue hospitality group. £30K annual savings, zero dropped leads, GDPR-compliant. [Voice AI, WATI, Toast API, WooCommerce] 🏗 𝐀𝐈 𝐋𝐞𝐚𝐝 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 𝐀𝐠𝐞𝐧𝐭 𝐟𝐨𝐫 𝐂𝐨𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐢𝐨𝐧 LLM-powered agent scans local news and institutional sites for capital campaigns, grants & property purchases. 90%+ lead relevance, real-time MS Teams delivery, duplicate prevention, and update intelligence. [Python, LLM APIs, MS Teams API] 🩺 𝐀𝐈 𝐃𝐢𝐚𝐠𝐧𝐨𝐬𝐭𝐢𝐜 & 𝐕𝐨𝐢𝐜𝐞 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 𝐟𝐨𝐫 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐋𝐚𝐛 Voice + chat + OCR healthcare assistant handling test discovery, symptom analysis, appointment booking, prescription parsing & report interpretation for one of Pakistan's largest diagnostic labs. [Pinecone, Gemini, Logfire] 💊 𝐀𝐈 𝐇𝟏𝐁 𝐕𝐢𝐬𝐚 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 Multi-tenant SaaS automating case management, OCR document extraction (>95% accuracy), LLM-powered petition drafting, and billing compliance for immigration law. [Django, AWS Textract, OpenAI, QuickBooks API] 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝 𝐰𝐢𝐭𝐡: ◆ 𝐀𝐈 & 𝐀𝐠𝐞𝐧𝐭𝐬: LangChain, LangGraph, LlamaIndex, Pydantic AI, Google ADK, OpenAI API, Claude, AWS Bedrock, MCP Servers, Multi-Agent Orchestration ◆ 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈: Retell AI, OpenAI Realtime API, ElevenLabs, Whisper, Custom Voice Agents ◆ 𝐑𝐀𝐆 & 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞: Pinecone, Weaviate, ChromaDB, Qdrant, PDF/OCR Parsing, ERP Integration (NetSuite, Oracle), OCR, Document extraction, PDF extraction. ◆ 𝐎𝐛𝐬𝐞𝐫𝐯𝐚𝐛𝐢𝐥𝐢𝐭𝐲: LangSmith, Logfire, Phoenix Arize, LLM Evaluation ◆ 𝐒𝐭𝐚𝐜𝐤: Python, FastAPI, React, Next.js, PostgreSQL, Docker, AWS/Azure/GCP ◆ 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬: HubSpot, Salesforce, NetSuite, Zapier, Make, Slack, Stripe ✅ 𝗚𝗼𝗼𝗱 𝗳𝗶𝘁 𝗶𝗳: - You have 5+ employees and a decision-maker in the room - Budget is $5K+ with a target of $10K+ in measurable savings within 90 days - Ready to start within 2 weeks ❌ 𝗡𝗼𝘁 𝗮 𝗳𝗶𝘁 𝗶𝗳: - Price is your #1 decision factor - You expect results in under 2 weeks - You don't value mutual respect & collaboration 𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗿𝗲-𝗵𝗶𝗿𝗲 𝗺𝗲: → 𝐙𝐞𝐫𝐨 𝐬𝐮𝐫𝐩𝐫𝐢𝐬𝐞𝐬. Every milestone, deliverable, and cost locked in from day one. No scope creep. → 𝟗𝟑% 𝐨𝐧-𝐭𝐢𝐦𝐞, 𝐨𝐧-𝐛𝐮𝐝𝐠𝐞𝐭. I scope with precision and deliver exactly what I promise. → <𝟑𝟎 𝐦𝐢𝐧 𝐫𝐞𝐬𝐩𝐨𝐧𝐬𝐞 𝐭𝐢𝐦𝐞. Every time. → 𝐄𝐧𝐝-𝐭𝐨-𝐞𝐧𝐝 𝐨𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩. Concept to production. 12 years.

I've spent 7+ years building Python systems as a developer before going full-time on Upwork last year. I focus on two kinds of work: turning unstructured data into something an LLM can actually reason over, or extracting data from the web at scale. What I build: - RAG pipelines that make docs, PDFs, and internal knowledge searchable through a chat interface - AI agents that chain LLM calls with tool use to automate tasks that used to need a human in the loop - Large-scale scrapers for targets behind Cloudflare, anti-bot fingerprinting, or heavy JS rendering - ETL pipelines that clean extracted data into structured JSON or SQL for downstream use - FastAPI backends and dashboards for AI and data workflows Recent projects: - AI platform that converts any website into a production-ready HubSpot theme — cut setup from 3-4 days to under an hour, live in production for a HubSpot agency - Parts aggregation system pulling 50M+ records from 3 supplier sites, with a monitoring dashboard for extraction health - Court records lead system for a legal advocacy firm — extracts filings from 3 US court websites into a searchable dashboard used daily Core stack: - Languages: Python, SQL - AI/LLM: LangChain, OpenAI API, Anthropic API, Llama, Tensorflow, Pytorch - Vector DBs: Pinecone, Qdrant, pgvector - Scraping: Playwright, Scrapy, BeautifulSoup, Selenium - Backend: FastAPI, PostgreSQL, Celery, Redis, Flask, Django - Infrastructure: Docker, AWS - Deployments: Runpod, Heroku, any Windows/Ubuntu Servers How I work: - I flag spec problems early instead of building the wrong thing - I ship code that runs in your environment, not just on my machine - I stay reachable after delivery so you can actually use what I built If you're considering me, send a short message describing the problem you want solved. I'll reply with whether I think I can help and how I'd approach it.

𝗜 𝗵𝗲𝗹𝗽 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲 𝗿𝗲𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝘄𝗼𝗿𝗸, 𝗯𝘂𝗶𝗹𝗱 𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 𝘂𝘀𝗶𝗻𝗴 𝗻𝟴𝗻, 𝗠𝗮𝗸𝗲, 𝗭𝗮𝗽𝗶𝗲𝗿, 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗮𝗻𝗱 𝗺𝗼𝗱𝗲𝗿𝗻 𝗟𝗟𝗠𝘀, 𝗮𝗻𝗱 𝗯𝘂𝗶𝗹𝗱 𝗰𝘂𝘀𝘁𝗼𝗺 𝗔𝗜 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝘂𝘀𝗶𝗻𝗴 𝗟𝗟𝗠𝘀, 𝗢𝗹𝗹𝗮𝗺𝗮, 𝗪𝗵𝗶𝘀𝗽𝗲𝗿 & 𝗲𝘁𝗰. I’m a Software Engineer with 7+ years of development experience and a growing track record on Upwork, with real automation projects already completed. While I’m new to Upwork, I bring production-level engineering discipline, not fragile or experimental automations. My focus is simple: build reliable systems that save time, reduce manual effort, and run in production. ⚙️ Automation & AI Expertise 🔹 Automation Platforms • n8n (cloud & self-hosted) • Make (Integromat) • Zapier • Webhooks, REST APIs, OAuth 🤖 AI & Intelligent Workflows • LLM-powered automation (OpenAI / GPT) • AI document processing & classification • Resume / CV analysis & scoring • Structured AI outputs for CRMs and databases • Prompt-controlled AI logic inside workflows 🧩 Business Tool Integrations • Google Workspace (Sheets, Docs, Gmail) • ClickUp, Notion, Airtable • GoHighLevel. VAPI, Retool. • Email, messaging & notification workflows • File, form & data pipelines • etc.... 🧠 Core Capabilities ✅ Workflow automation for operations, marketing, and internal tools ✅ AI-enhanced automations with decision logic and scoring ✅ Python automation scripts & background jobs ✅ API integrations & data synchronization ✅ Error handling, retries, logging & monitoring 🚫 I do not build demo automations. ✅ I build systems meant to run daily without breaking. 🚀 Selected Project Experience 📌 AI Recruitment Workflow Automation Built an automation that analyzes CVs and cover letters, scores candidates using AI, and generates structured outputs for hiring teams. 📌 AI Avatar Video Automation (n8n) Developed an n8n workflow that creates AI avatar videos where a virtual presenter speaks scripts using only a photo and text input. 📌 Blockchain & Backend Automation Systems Implemented backend automation for transaction execution, monitoring, and data processing across multiple blockchain networks. 🛠 Tech Stack ⚙️ Automation: n8n, Make, Zapier, Python, Nodejs Bots 🤖 AI: OpenAI (GPT), prompt-based workflows 💻 Frontend: React, Next.js 💻 Backend: Python, Node.js 🗄 Databases: PostgreSQL, MongoDB, MySQL, Supabase ☁️ Infrastructure: Docker, AWS, CI/CD 🔍 Other: Web scraping, API integrations 🔗 Blockchain Integration: EVM, Solana, TON, SUI. 🤝 What You Can Expect ✔ Clear communication & realistic timelines ✔ Well-structured, documented workflows ✔ Scalable logic — not quick hacks ✔ Post-delivery support if adjustments are needed 📩 Let’s Work Together If you need workflow automation, AI integration, or want to replace manual work with reliable systems, feel free to message me. I’m happy to review your use case and suggest the best approach before we start.